Dataset Versions

v1

2024-02-20 1:30am

Generated on Feb 19, 2024

Dataset Split

Train Set 88%
12108Images
Valid Set 8%
1156Images
Test Set 4%
572Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images